René's URL Explorer Experiment

Title: GitHub - elara-labs/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. · GitHub

Open Graph Title: GitHub - elara-labs/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

X Title: GitHub - elara-labs/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - elara-labs/code-context-engine

Open Graph Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - elara-l...

X Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - elara-l...

Opengraph URL: https://github.com/elara-labs/code-context-engine

X: @github

direct link

Domain: github.com

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og:image:alt	Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - elara-l...
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Links:

Skip to content	https://github.com/elara-labs/code-context-engine#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Felara-labs%2Fcode-context-engine
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
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Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
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Blog	https://github.blog
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View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
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Reload	https://github.com/elara-labs/code-context-engine
Reload	https://github.com/elara-labs/code-context-engine
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	https://github.com/elara-labs/code-context-engine
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CHANGELOG.md	https://github.com/elara-labs/code-context-engine/blob/main/CHANGELOG.md
CODE_OF_CONDUCT.md	https://github.com/elara-labs/code-context-engine/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/elara-labs/code-context-engine/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/elara-labs/code-context-engine/blob/main/LICENSE
LICENSE	https://github.com/elara-labs/code-context-engine/blob/main/LICENSE
README.md	https://github.com/elara-labs/code-context-engine/blob/main/README.md
README.md	https://github.com/elara-labs/code-context-engine/blob/main/README.md
SECURITY.md	https://github.com/elara-labs/code-context-engine/blob/main/SECURITY.md
SECURITY.md	https://github.com/elara-labs/code-context-engine/blob/main/SECURITY.md
pyproject.toml	https://github.com/elara-labs/code-context-engine/blob/main/pyproject.toml
pyproject.toml	https://github.com/elara-labs/code-context-engine/blob/main/pyproject.toml
server.json	https://github.com/elara-labs/code-context-engine/blob/main/server.json
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uv.lock	https://github.com/elara-labs/code-context-engine/blob/main/uv.lock
uv.lock	https://github.com/elara-labs/code-context-engine/blob/main/uv.lock
README	https://github.com/elara-labs/code-context-engine
Code of conduct	https://github.com/elara-labs/code-context-engine
Contributing	https://github.com/elara-labs/code-context-engine
MIT license	https://github.com/elara-labs/code-context-engine
Security	https://github.com/elara-labs/code-context-engine
	https://raw.githubusercontent.com/elara-labs/code-context-engine/main/docs/logo.svg
	https://github.com/elara-labs/code-context-engine#code-context-engine
Website	https://elara-labs.github.io/code-context-engine/
Docs	https://elara-labs.github.io/code-context-engine/guide/
Why CCE?	https://elara-labs.github.io/code-context-engine/guide/why-cce/
Benchmark	https://elara-labs.github.io/code-context-engine/blog/benchmark-fastapi.html
GitHub	https://github.com/elara-labs/code-context-engine
	https://pypi.org/project/code-context-engine/
	https://pepy.tech/project/code-context-engine
	https://github.com/elara-labs/code-context-engine/actions/workflows/ci.yml
	https://registry.modelcontextprotocol.io/?q=code-context-engine
	https://opensource.org/licenses/MIT
	https://github.com/elara-labs/code-context-engine
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/elara-labs/code-context-engine#install-and-see-savings-in-60-seconds
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	https://www.youtube.com/watch?v=dRmWYHuIJxM
We Cut 94% of Our AI Coding Tokens	https://www.youtube.com/watch?v=dRmWYHuIJxM
	https://github.com/elara-labs/code-context-engine#use-cases
	https://github.com/elara-labs/code-context-engine#quick-start
Visual Studio Build Tools	https://visualstudio.microsoft.com/visual-cpp-build-tools/
CMake	https://cmake.org/download/
pi-mcp-adapter	https://github.com/nicobailon/pi-mcp-adapter
	https://github.com/elara-labs/code-context-engine#why-this-matters
benchmarked on FastAPI	https://github.com/elara-labs/code-context-engine#benchmark-fastapi-reproducible
	https://github.com/elara-labs/code-context-engine#benchmark-fastapi-reproducible
FastAPI	https://github.com/fastapi/fastapi
	https://github.com/elara-labs/code-context-engine#per-layer-savings-each-measured-independently
	https://github.com/elara-labs/code-context-engine#multi-language-benchmarks
FastAPI	https://github.com/elara-labs/code-context-engine/blob/main/benchmarks/results/fastapi.md
chi	https://github.com/elara-labs/code-context-engine/blob/main/benchmarks/results/chi.md
fiber	https://github.com/elara-labs/code-context-engine/blob/main/benchmarks/results/fiber.md
benchmarks/results/	https://github.com/elara-labs/code-context-engine/blob/main/benchmarks/results
benchmarks/	https://github.com/elara-labs/code-context-engine/blob/main/benchmarks
	https://github.com/elara-labs/code-context-engine#what-you-get
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	https://github.com/elara-labs/code-context-engine#what-makes-cce-different
	https://github.com/elara-labs/code-context-engine#it-saves-where-the-money-is
reproducibly benchmarked	https://github.com/elara-labs/code-context-engine#benchmark-fastapi-reproducible
	https://github.com/elara-labs/code-context-engine#it-actually-understands-your-code
	https://github.com/elara-labs/code-context-engine#it-remembers
	https://github.com/elara-labs/code-context-engine#it-tracks-real-savings
	https://github.com/elara-labs/code-context-engine#it-is-secure-by-default
	https://github.com/elara-labs/code-context-engine#under-the-hood
	https://github.com/elara-labs/code-context-engine#cli-at-a-glance
	https://github.com/elara-labs/code-context-engine#configuration
	https://github.com/elara-labs/code-context-engine#output-compression
	https://github.com/elara-labs/code-context-engine#disk-footprint
	https://github.com/elara-labs/code-context-engine#supported-languages
	https://github.com/elara-labs/code-context-engine#documentation
How Much Are You Spending on AI Coding Tokens?	https://elara-labs.github.io/code-context-engine/blog/real-cost-of-ai-coding-tokens.html
What is CCE? (Complete Guide)	https://elara-labs.github.io/code-context-engine/blog/what-is-code-context-engine.html
How to Save Claude Code Tokens	https://elara-labs.github.io/code-context-engine/blog/save-claude-code-tokens.html
Benchmark Deep Dive	https://elara-labs.github.io/code-context-engine/blog/benchmark-fastapi.html
Comparison with Alternatives	https://elara-labs.github.io/code-context-engine/comparison.html
Examples	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/Examples.md
How It Works	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/How-It-Works.md
CLI Reference	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/CLI-Reference.md
Configuration	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/Configuration.md
	https://github.com/elara-labs/code-context-engine#faq
	https://github.com/elara-labs/code-context-engine#does-cce-affect-response-quality
	https://github.com/elara-labs/code-context-engine#how-does-output-token-savings-work
	https://github.com/elara-labs/code-context-engine#where-do-the-savings-come-from
	https://github.com/elara-labs/code-context-engine#roadmap
CHANGELOG.md	https://github.com/elara-labs/code-context-engine/blob/main/CHANGELOG.md
	https://github.com/elara-labs/code-context-engine#contributing
https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md	https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md
	https://github.com/elara-labs/code-context-engine#license
LICENSE	https://github.com/elara-labs/code-context-engine/blob/main/LICENSE
	https://github.com/elara-labs/code-context-engine#authors
Fazle Elahee	https://github.com/fazleelahhee
Raj	https://github.com/rajkumarsakthivel
	https://github.com/elara-labs/code-context-engine#acknowledgments
Claude Code	https://docs.anthropic.com/en/docs/claude-code
MCP	https://modelcontextprotocol.io
sqlite-vec	https://github.com/asg017/sqlite-vec
Tree-sitter	https://tree-sitter.github.io/
fastembed	https://github.com/qdrant/fastembed
Ollama	https://ollama.com/
elara-labs.github.io/code-context-engine/	https://elara-labs.github.io/code-context-engine/
open-source	https://github.com/topics/open-source
multi-agent	https://github.com/topics/multi-agent
cursor	https://github.com/topics/cursor
copilot	https://github.com/topics/copilot
codex	https://github.com/topics/codex
claude	https://github.com/topics/claude
github-copilot	https://github.com/topics/github-copilot
openai-codex	https://github.com/topics/openai-codex
llm-tools	https://github.com/topics/llm-tools
gemini-cli	https://github.com/topics/gemini-cli
ai-coding	https://github.com/topics/ai-coding
mcp-server	https://github.com/topics/mcp-server
claude-code	https://github.com/topics/claude-code
code-indexing	https://github.com/topics/code-indexing
token-savings	https://github.com/topics/token-savings
save-tokens	https://github.com/topics/save-tokens
Readme	https://github.com/elara-labs/code-context-engine#readme-ov-file
MIT license	https://github.com/elara-labs/code-context-engine#MIT-1-ov-file
Code of conduct	https://github.com/elara-labs/code-context-engine#coc-ov-file
Contributing	https://github.com/elara-labs/code-context-engine#contributing-ov-file
Security policy	https://github.com/elara-labs/code-context-engine#security-ov-file
Please reload this page	https://github.com/elara-labs/code-context-engine
Activity	https://github.com/elara-labs/code-context-engine/activity
Custom properties	https://github.com/elara-labs/code-context-engine/custom-properties
44 forks	https://github.com/elara-labs/code-context-engine/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Felara-labs%2Fcode-context-engine&report=elara-labs+%28user%29
Releases 20	https://github.com/elara-labs/code-context-engine/releases
v0.4.25 Latest Jul 1, 2026	https://github.com/elara-labs/code-context-engine/releases/tag/v0.4.25
+ 19 releases	https://github.com/elara-labs/code-context-engine/releases
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